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steve henao md
new mexico heart institute
Carotid
•Carotid disease accounts
for 25% of all strokes

•detection by physical exam
is poor

•stroke is the result of
embolization

•lesions are typically at the
posterolateral wall of the

internal carotid
artery
CAROTID ULTRASOUND
• The most common clinical application is for the
detection of proximal ICA atherosclerotic plaque
and estimation of stenosis severity.
• The extent of ICA bifurcation diameter
reduction predicts the risk for stroke and thus
assists clinicians in identifying patients who
may benefit from carotid intervention
(endarterectomy, stent angioplasty) based on
clinical trial results
Scanning the ICA
grayscale, color Doppler and Pulse-wave
Doppler
proximal, middle, and distal portions
>50% stenosis of the proximal ICA renders
flow turbulent in the distal ICA
severe stenosis yields parvus et tardus
waveforms
proxmial ICA stenosis severity is
established on the baisis of :
GRAYSCALE APPEARANCE
PEAK SYSTOLIC VELOCITY OF THE ICA
END DIASTOLIC VELOCITY OF THE ICA
PEAK SYSTOLIC VELOCITY OF THE
COMMON CAROTID ARTERY
velocity ratios
Grayscale imaging is
performed to localize
and characterize plaque
severity as:

•less than 50%

•greater than or equal to 50%

•occlusion
Color Doppler
flow mapping is
useful
to define the lumenbecause hypoechoic plaque
and restenosis material may
be inapparent by regular
grayscale
assessment of stenosis
• angiography is the traditional gold
standard
• ultrasound has developed steadily with
sufficiently reliable preoperative results
assessment of stenosis

• there are MANY differences in the
carotid reference standard to establish
percent stenosis
stenosis ‘standards’
doppler ultrasound criteria for
diagnosis of internal carotid artery
stenosis

(2003)
validating the consensus document
(2011)
characteristic”
characteristic
”
The ROC curve was first developed by
electrical engineers and radar engineers
during World War II for detecting enemy objects in
battlefields and was soon introduced to
psychology to account for perceptual detection
of stimuli.
ROC analysis since then has been used in
medicine, radiology, biometrics, and other
areas for many decades and is increasingly
used in machine learning and data mining
research.
Fig 1

Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 )
Copyright © 2011 Society for Vascular Surgery Terms and Conditions
Fig 2

Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 )
Copyright © 2011 Society for Vascular Surgery Terms and Conditions
Fig 3

Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 )
Copyright © 2011 Society for Vascular Surgery Terms and Conditions
analysis
the parameter with the highest Pearson
correlate to angiography was the PSV (0.813),
in contrast to both EDV (0.7) and ICA/CCA
PSV ratios (0.57, P < .0001)
A PSV of >230 cm/s was the most sensitive in
the diagnosis of 70% to 99% stenosis, and
adding other parameters (EDV or ratios) did
not improve the overall accuracy
analysis
Using a PSV of >230 cm/s with an
EDV of >100 cm/s or a systolic
ratio of >4 would improve the PPV
to 99% and the specificity to 97%
analysis
the ICA/CCA PSV ratio and the ICA EDV are
useful parameters when the ICA PSV may not
be representative of the extent of carotid
disease because of technical or clinical factors:
•

presence of contralateral high-grade stenosis or occlusion

•

discrepancy between visual assessment of the carotid plaque and
the ICA PSV

•

elevated CCA velocity, low cardiac output, or hyperdynamic
cardiac state
analysis
patients with low cardiac output would have a
low ICA PSV, which is disproportionate when
compared with the ICA/CCA PSV ratio.
In these situations, the clinician must rely on
the presence of the plaque and perhaps the
ICA/CCA ratio rather than the absolute ICA
PSV
carotid endarterectomy
the PSV threshold of 230 cm/s for detecting
≥70% stenosis can be used before CEA for
symptomatic patients since surgery has been
proven to be beneficial, even for ≥50%
symptomatic stenosis
A higher PSV (eg, ≥280 cm/s), which has a
PPV of 97%, or a PSV of >230 cm/s with an
EDV of >100 cm/s, or a systolic ratio of >4
(PPV of 99%) may be considered in
asymptomatic patients
POST-CAROTID STENTING
CRITERIA

Interpretation of high-grade (>75% to 80%) in-stent
stenosis should be based on elevation of EDV
beyond 125 to 140 cm/second
SUMMARY(2014)
The variability in carotid stenosis interpretation across accredited facilities
undermines the usefulness of this important diagnostic modality.
The IAC Vascular Testing Board of Directors feels that more standardization of
carotid duplex ultrasound diagnostic criteria will address these concerns and will
enhance the accuracy, reproducibility, portability and value of duplex
sonography for the diagnosis of carotid disease.
lower extremity
arterial
arterial
Indications for
Duplex Arterial Testing
Duplex Arterial Testing
•

Acute limb ischemia as a result of arterial thrombosis caused by
atherosclerosis, thromboembolism, trauma, or peripheral aneurysm

•

Chronic arterial occlusion/stenosis with intermittent claudication or an
abnormal (<0.9) ankle-brachial index (ABI)

•

Chronic arterial occlusion and threatened limb loss caused by rest
pain, ischemia, ulceration, or gangrene (i.e., critical limb ischemia)
ischemia

•

Aneurysmal disease, including false aneurysm after catheter-based
disease
interventions, or screening for abdominal aortic aneurysm (AAA) in
“selected,” high-risk patients   

•

Surveillance for hemodynamic failure of arterial interventions
(percutaneous transluminal angioplasty [PTA], stent-grafts, bypass
grafting, dialysis access procedures)
criteria for classifying
peripheral artery lesions
peripheral artery lesions

triphasic
waveform
no spectral
broadening
criteria for classifying
peripheral artery lesions
peripheral artery lesions
triphasic with
minimal spectral
broadening
PSV increased
<30% relative to
adjacent proximal
segment (<150 cm/s)
proximal and distal
waveforms remain
normal
criteria for classifying
peripheral artery lesions
peripheral artery lesions
Triphasic wave usually
maintained
reverse flow component may
be diminished
spectral broadening
prominent
filling in of clear area
under the systolic peak
PSV increased 30 - 100%
relative to the adjacent
proximal segment (150-200cm/s)
proximal and distal
waveforms remain normal
criteria for classifying
peripheral artery lesions
peripheral artery lesions

monophasic wave with loss of
reverse flow component and
forward flow throughout
cardiac cycle
extensive spectral broadening
PSV >100% relative to proximal
segment (>200-300cm/s)
distal wave monophasic with
reduced systolic velocity
criteria for classifying
peripheral artery lesions
peripheral artery lesions

• no flow
detected
• distal
waveforms
monophasic
with reduced
systemic
velocities
Vein Bypass Evaluation
vein
vein

graft stenosis
graft stenosis

Graft Stenosis: Less Than 20%

•

Velocity ratio less than 2

•

Mild turbulence in systole

•

PSV less than 200 cm/sec
vein
vein

graft stenosis
graft stenosis

Graft Stenosis: 20% to 50%
• Velocity ratio greater than 2
• Turbulence throughout
• PSV less than 200 cm/sec
vein
vein

graft stenosis
graft stenosis

Graft Stenosis: 50% to 75%

•

Velocity ratio greater than 2.5

•

Severe turbulence with reversed flow
components

•

PSV greater than 200 cm/sec
vein
vein

graft stenosis
graft stenosis

Graft Stenosis: 75% to 99%
Velocity ratio greater than 3.5
End-diastolic velocity in flow jet greater than 100
cm/sec
PSV greater than 300 cm/sec
vein
vein

graft stenosis
graft stenosis

Impending Graft Thrombosis

•

Velocity ratio greater than 3.5

•

PSV less than 50 cm/sec
Risk Stratification for graft thrombosis based on
vascular lab testing data

approximately 20% of infrainguinal vein
bypasses will have a category I or II
stenosis identified within the first year
after grafting
AORTA
Aorta
Normal Infrarenal abdominal aorta 2cm
(range, 1.4 to 3 cm)
‘dilated’ = AP diameter 3 to 3.5 cm
‘aneurysm’ = > 3.5 cm, especially if mural
thrombus is imaged
AORTA
Reporting should include:

• morphology (saccular, fusiform)
• extent
• presence of mural thrombus or
dissection

• outside wall-to-wall diameter
AORTA
• typical growth rate for AAA= 3 to 4
mm/year
RENAL
artery
artery
Renal Artery Duplex
HTN and sudden deterioration in renal function
are the most common indications

•

atherosclerosis 95%

•

1 to 6% of HTN patients, but most common
cause of HTN in pts >50

•

men affected 2x women

arterial fibrodysplasia 5%
RAR
• interpretation of renal artery stenosis is based
on the maximum PSV obtained from the aorta
above the renal arteries (at the level of the SMA)
and the renal artery itself
renal interpretation
& reporting
& reporting
Normal Study:

•

PSV: 80 ± 20 cm/second

•

Renal-to-aortic PSV ratio (RAR): less than
RAR
3.5

•

Normal waveform: biphasic

•

No focal velocity increase

•

Low resistance waveform (RI <0.8)

•

- similar to internal carotid
renal interpretation
& reporting
& reporting
Less Than 60% Diameter Reduction

•

Low resistance waveform

•

RAR: less than 3.5
RAR

•

PSV: less than 180 cm/sec

•

Focal velocity increase
renal interpretation
& reporting
& reporting
Greater Than 60% Diameter Reduction
• RAR: greater than 3.5
RAR
• True post-stenotic turbulence
• Focal PSV increase greater than 180 cm/sec
NORMAL KIDNEY
• LENGTH: 9 TO 13 CM
• WIDTH: 4 TO 6 CM
• REASONABLE DIFFERENCE IN LENGTH
BETWEEN KIDNEYS: 1 CM
• length difference greater than 1 cm suggests
that the smaller kidney is abnormal
• biphasic: normal (similar to internal carotid
artery)
• triphasic: highly abnormal
• monophasic: highly abnormal, consistent with
distal occlusion or significant renal
malfunction
renovascular resistance
RI: measured in the body of the kidney
vasculature to assess renal resistance and
suggest perfusion
• RI < 0.7 NORMAL
• RI 0.7 to 0.8 questionably elevated
• RI >0.8 ABNORMAL
CELIAC
SMA
IMA
IMA
Celiac
NORMAL
• PSV = 90 to 110 cm/second
• low-resistance flow pattern
• no plaque visualized
• laminar and forward flow throughout
diastole
celiac
< 70% Stenosis
• PSV: < 200 cm/second
• EDV: < 55 cm/ second
• resistive index similar to that of the
ICA
celiac

> 70% stenosis
• PSV > 200 cm/second
• EDV > 55 cm/ second with
retrograde hepatic artery flow
SMA
NORMAL
• PSV: 95 to 150 cm/second
• high-resistance flow pattern in fasting
state
• EDV > 0 after a meal
• no plaque visualized
• laminar and forward flow throughout
diastole
SMA
< 70% Stenosis
• PSV <300 cm/second
• EDV < 45 cm/ second with diastolic
flow reversal in the distal SMA
• plaque visualized
• color doppler evidence of focal and
post-stenotic turbulence
SMA
> 70% Stenosis
• PSV > 300 cm/second
• EDV > 45 cm/ second with loss of diastolic
flow reversal
• mesenteric - aorta ratio > 3
• velocity spectra change with test meal
• increase in PSV at sites of stenosis with
damping of the distal waveform
LOWER EXTREMITY
VENOUS
VENOUS
VENOUS REFLUX

• a prospective study has demonstrated that the
acceptable physiologic flow reversal is
different for different veins
Jeanneret C, Labs KH, Aschwanden M, et al: Physiological reflux and venous diameter
change in the proximal lower limb veins during a standardised Valsalva manoeuvre. Eur J
Vasc Endovasc Surg  1999; 17:398-403.
VENUS REFLUX

the theory supporting this concept is
that larger veins have fewer valves
• the expected time for the valve
leaflets to come together is longer
than that for smaller, shorter veins
venous reflux

REFLUX = 1000 milliseconds
• common femoral
• femoral
• popliteal
venous reflux
REFLUX = 500 milliseconds
• superficial
• deep femoral
• deep calf axial
• muscular veins
venous reflux

REFLUX = 350 milliseconds
• perforating veins
steve henao md
new mexico heart institute

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Detecting Carotid Artery Disease with Ultrasound

  • 1. steve henao md new mexico heart institute
  • 3. •Carotid disease accounts for 25% of all strokes •detection by physical exam is poor •stroke is the result of embolization •lesions are typically at the posterolateral wall of the internal carotid artery
  • 4. CAROTID ULTRASOUND • The most common clinical application is for the detection of proximal ICA atherosclerotic plaque and estimation of stenosis severity. • The extent of ICA bifurcation diameter reduction predicts the risk for stroke and thus assists clinicians in identifying patients who may benefit from carotid intervention (endarterectomy, stent angioplasty) based on clinical trial results
  • 5. Scanning the ICA grayscale, color Doppler and Pulse-wave Doppler proximal, middle, and distal portions >50% stenosis of the proximal ICA renders flow turbulent in the distal ICA severe stenosis yields parvus et tardus waveforms
  • 6. proxmial ICA stenosis severity is established on the baisis of : GRAYSCALE APPEARANCE PEAK SYSTOLIC VELOCITY OF THE ICA END DIASTOLIC VELOCITY OF THE ICA PEAK SYSTOLIC VELOCITY OF THE COMMON CAROTID ARTERY velocity ratios
  • 7. Grayscale imaging is performed to localize and characterize plaque severity as: •less than 50% •greater than or equal to 50% •occlusion
  • 8. Color Doppler flow mapping is useful to define the lumenbecause hypoechoic plaque and restenosis material may be inapparent by regular grayscale
  • 9. assessment of stenosis • angiography is the traditional gold standard • ultrasound has developed steadily with sufficiently reliable preoperative results
  • 10. assessment of stenosis • there are MANY differences in the carotid reference standard to establish percent stenosis
  • 12. doppler ultrasound criteria for diagnosis of internal carotid artery stenosis (2003)
  • 13. validating the consensus document (2011)
  • 14. characteristic” characteristic ” The ROC curve was first developed by electrical engineers and radar engineers during World War II for detecting enemy objects in battlefields and was soon introduced to psychology to account for perceptual detection of stimuli. ROC analysis since then has been used in medicine, radiology, biometrics, and other areas for many decades and is increasingly used in machine learning and data mining research.
  • 15. Fig 1 Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 ) Copyright © 2011 Society for Vascular Surgery Terms and Conditions
  • 16. Fig 2 Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 ) Copyright © 2011 Society for Vascular Surgery Terms and Conditions
  • 17. Fig 3 Source: Journal of Vascular Surgery 2011; 53:53-60 (DOI:10.1016/j.jvs.2010.07.045 ) Copyright © 2011 Society for Vascular Surgery Terms and Conditions
  • 18. analysis the parameter with the highest Pearson correlate to angiography was the PSV (0.813), in contrast to both EDV (0.7) and ICA/CCA PSV ratios (0.57, P < .0001) A PSV of >230 cm/s was the most sensitive in the diagnosis of 70% to 99% stenosis, and adding other parameters (EDV or ratios) did not improve the overall accuracy
  • 19. analysis Using a PSV of >230 cm/s with an EDV of >100 cm/s or a systolic ratio of >4 would improve the PPV to 99% and the specificity to 97%
  • 20. analysis the ICA/CCA PSV ratio and the ICA EDV are useful parameters when the ICA PSV may not be representative of the extent of carotid disease because of technical or clinical factors: • presence of contralateral high-grade stenosis or occlusion • discrepancy between visual assessment of the carotid plaque and the ICA PSV • elevated CCA velocity, low cardiac output, or hyperdynamic cardiac state
  • 21. analysis patients with low cardiac output would have a low ICA PSV, which is disproportionate when compared with the ICA/CCA PSV ratio. In these situations, the clinician must rely on the presence of the plaque and perhaps the ICA/CCA ratio rather than the absolute ICA PSV
  • 22. carotid endarterectomy the PSV threshold of 230 cm/s for detecting ≥70% stenosis can be used before CEA for symptomatic patients since surgery has been proven to be beneficial, even for ≥50% symptomatic stenosis A higher PSV (eg, ≥280 cm/s), which has a PPV of 97%, or a PSV of >230 cm/s with an EDV of >100 cm/s, or a systolic ratio of >4 (PPV of 99%) may be considered in asymptomatic patients
  • 23. POST-CAROTID STENTING CRITERIA Interpretation of high-grade (>75% to 80%) in-stent stenosis should be based on elevation of EDV beyond 125 to 140 cm/second
  • 24. SUMMARY(2014) The variability in carotid stenosis interpretation across accredited facilities undermines the usefulness of this important diagnostic modality. The IAC Vascular Testing Board of Directors feels that more standardization of carotid duplex ultrasound diagnostic criteria will address these concerns and will enhance the accuracy, reproducibility, portability and value of duplex sonography for the diagnosis of carotid disease.
  • 26. Indications for Duplex Arterial Testing Duplex Arterial Testing • Acute limb ischemia as a result of arterial thrombosis caused by atherosclerosis, thromboembolism, trauma, or peripheral aneurysm • Chronic arterial occlusion/stenosis with intermittent claudication or an abnormal (<0.9) ankle-brachial index (ABI) • Chronic arterial occlusion and threatened limb loss caused by rest pain, ischemia, ulceration, or gangrene (i.e., critical limb ischemia) ischemia • Aneurysmal disease, including false aneurysm after catheter-based disease interventions, or screening for abdominal aortic aneurysm (AAA) in “selected,” high-risk patients    • Surveillance for hemodynamic failure of arterial interventions (percutaneous transluminal angioplasty [PTA], stent-grafts, bypass grafting, dialysis access procedures)
  • 27. criteria for classifying peripheral artery lesions peripheral artery lesions triphasic waveform no spectral broadening
  • 28. criteria for classifying peripheral artery lesions peripheral artery lesions triphasic with minimal spectral broadening PSV increased <30% relative to adjacent proximal segment (<150 cm/s) proximal and distal waveforms remain normal
  • 29. criteria for classifying peripheral artery lesions peripheral artery lesions Triphasic wave usually maintained reverse flow component may be diminished spectral broadening prominent filling in of clear area under the systolic peak PSV increased 30 - 100% relative to the adjacent proximal segment (150-200cm/s) proximal and distal waveforms remain normal
  • 30. criteria for classifying peripheral artery lesions peripheral artery lesions monophasic wave with loss of reverse flow component and forward flow throughout cardiac cycle extensive spectral broadening PSV >100% relative to proximal segment (>200-300cm/s) distal wave monophasic with reduced systolic velocity
  • 31. criteria for classifying peripheral artery lesions peripheral artery lesions • no flow detected • distal waveforms monophasic with reduced systemic velocities
  • 33. vein vein graft stenosis graft stenosis Graft Stenosis: Less Than 20% • Velocity ratio less than 2 • Mild turbulence in systole • PSV less than 200 cm/sec
  • 34. vein vein graft stenosis graft stenosis Graft Stenosis: 20% to 50% • Velocity ratio greater than 2 • Turbulence throughout • PSV less than 200 cm/sec
  • 35. vein vein graft stenosis graft stenosis Graft Stenosis: 50% to 75% • Velocity ratio greater than 2.5 • Severe turbulence with reversed flow components • PSV greater than 200 cm/sec
  • 36. vein vein graft stenosis graft stenosis Graft Stenosis: 75% to 99% Velocity ratio greater than 3.5 End-diastolic velocity in flow jet greater than 100 cm/sec PSV greater than 300 cm/sec
  • 37. vein vein graft stenosis graft stenosis Impending Graft Thrombosis • Velocity ratio greater than 3.5 • PSV less than 50 cm/sec
  • 38. Risk Stratification for graft thrombosis based on vascular lab testing data approximately 20% of infrainguinal vein bypasses will have a category I or II stenosis identified within the first year after grafting
  • 39. AORTA
  • 40. Aorta Normal Infrarenal abdominal aorta 2cm (range, 1.4 to 3 cm) ‘dilated’ = AP diameter 3 to 3.5 cm ‘aneurysm’ = > 3.5 cm, especially if mural thrombus is imaged
  • 41. AORTA Reporting should include: • morphology (saccular, fusiform) • extent • presence of mural thrombus or dissection • outside wall-to-wall diameter
  • 42. AORTA • typical growth rate for AAA= 3 to 4 mm/year
  • 44. Renal Artery Duplex HTN and sudden deterioration in renal function are the most common indications • atherosclerosis 95% • 1 to 6% of HTN patients, but most common cause of HTN in pts >50 • men affected 2x women arterial fibrodysplasia 5%
  • 45. RAR • interpretation of renal artery stenosis is based on the maximum PSV obtained from the aorta above the renal arteries (at the level of the SMA) and the renal artery itself
  • 46. renal interpretation & reporting & reporting Normal Study: • PSV: 80 ± 20 cm/second • Renal-to-aortic PSV ratio (RAR): less than RAR 3.5 • Normal waveform: biphasic • No focal velocity increase • Low resistance waveform (RI <0.8) • - similar to internal carotid
  • 47. renal interpretation & reporting & reporting Less Than 60% Diameter Reduction • Low resistance waveform • RAR: less than 3.5 RAR • PSV: less than 180 cm/sec • Focal velocity increase
  • 48. renal interpretation & reporting & reporting Greater Than 60% Diameter Reduction • RAR: greater than 3.5 RAR • True post-stenotic turbulence • Focal PSV increase greater than 180 cm/sec
  • 49. NORMAL KIDNEY • LENGTH: 9 TO 13 CM • WIDTH: 4 TO 6 CM • REASONABLE DIFFERENCE IN LENGTH BETWEEN KIDNEYS: 1 CM • length difference greater than 1 cm suggests that the smaller kidney is abnormal
  • 50. • biphasic: normal (similar to internal carotid artery) • triphasic: highly abnormal • monophasic: highly abnormal, consistent with distal occlusion or significant renal malfunction
  • 51. renovascular resistance RI: measured in the body of the kidney vasculature to assess renal resistance and suggest perfusion • RI < 0.7 NORMAL • RI 0.7 to 0.8 questionably elevated • RI >0.8 ABNORMAL
  • 53. Celiac NORMAL • PSV = 90 to 110 cm/second • low-resistance flow pattern • no plaque visualized • laminar and forward flow throughout diastole
  • 54. celiac < 70% Stenosis • PSV: < 200 cm/second • EDV: < 55 cm/ second • resistive index similar to that of the ICA
  • 55. celiac > 70% stenosis • PSV > 200 cm/second • EDV > 55 cm/ second with retrograde hepatic artery flow
  • 56. SMA NORMAL • PSV: 95 to 150 cm/second • high-resistance flow pattern in fasting state • EDV > 0 after a meal • no plaque visualized • laminar and forward flow throughout diastole
  • 57. SMA < 70% Stenosis • PSV <300 cm/second • EDV < 45 cm/ second with diastolic flow reversal in the distal SMA • plaque visualized • color doppler evidence of focal and post-stenotic turbulence
  • 58. SMA > 70% Stenosis • PSV > 300 cm/second • EDV > 45 cm/ second with loss of diastolic flow reversal • mesenteric - aorta ratio > 3 • velocity spectra change with test meal • increase in PSV at sites of stenosis with damping of the distal waveform
  • 60. VENOUS REFLUX • a prospective study has demonstrated that the acceptable physiologic flow reversal is different for different veins Jeanneret C, Labs KH, Aschwanden M, et al: Physiological reflux and venous diameter change in the proximal lower limb veins during a standardised Valsalva manoeuvre. Eur J Vasc Endovasc Surg  1999; 17:398-403.
  • 61. VENUS REFLUX the theory supporting this concept is that larger veins have fewer valves • the expected time for the valve leaflets to come together is longer than that for smaller, shorter veins
  • 62. venous reflux REFLUX = 1000 milliseconds • common femoral • femoral • popliteal
  • 63. venous reflux REFLUX = 500 milliseconds • superficial • deep femoral • deep calf axial • muscular veins
  • 64. venous reflux REFLUX = 350 milliseconds • perforating veins
  • 65. steve henao md new mexico heart institute

Editor's Notes

  1. Sensitivity vs specificity receiver-operating characteristic (ROC) curves comparing peak systolic velocity (PSV), end-diastolic velocity (EDV), diastolic ratio (DR), and systolic ratio (SR) for normal carotids. AUC, Area under the curve.
  2. Sensitivity vs specificity receiver-operating characteristic (ROC) curves comparing peak systolic velocity (PSV), end-diastolic velocity (EDV), diastolic ratio (DR), and systolic ratio (SR) for ≥50% stenosis. AUC, Area under the curve.
  3. Receiver-operating characteristic (ROC) curves comparing peak systolic velocity (PSV), end-diastolic velocity (EDV), diastolic ratio (DR), and systolic ratio (SR) for ≥70% to 99% stenosis. AUC, Area under the curve.